Temporal and regional differences in the incidence of hospital-diagnosed endometriosis: a Danish population-based study

FEMaLe: The use of machine learning for early diagnosis of endometriosis based on patient self-reported data-Study protocol of a multicenter trial

INTRODUCTION

Endometriosis is a chronic disease that affects up to 190 million women and those assigned female at birth and remains unresolved mainly in terms of etiology and optimal therapy. It is defined by the presence of endometrium-like tissue outside the uterine cavity and is commonly associated with chronic pelvic pain, infertility, and decreased quality of life. Despite the availability of various screening methods (e.g., biomarkers, genomic analysis, imaging techniques) intended to replace the need for invasive surgery, the time to diagnosis remains in the range of 4 to 11 years.

AIMS

This study aims to create a large prospective data bank using the Lucy mobile health application (Lucy app) and analyze patient profiles and structured clinical data. In addition, we will investigate the association of removed or restricted dietary components with quality of life, pain, and central pain sensitization.

METHODS

A baseline and a longitudinal questionnaire in the Lucy app collects real-world, self-reported information on symptoms of endometriosis, socio-demographics, mental and physical health, economic factors, nutritional, and other lifestyle factors. 5,000 women with confirmed endometriosis and 5,000 women without diagnosed endometriosis in a control group will be enrolled and followed up for one year. With this information, any connections between recorded symptoms and endometriosis will be analyzed using machine learning.

CONCLUSIONS

We aim to develop a phenotypic description of women with endometriosis by linking the collected data with existing registry-based information on endometriosis diagnosis, healthcare utilization, and big data approach. This may help to achieve earlier detection of endometriosis with pelvic pain and significantly reduce the current diagnostic delay. Additionally, we may identify dietary components that worsen the quality of life and pain in women with endometriosis, upon which we can create real-world data-based nutritional recommendations.

Are Adenomyosis and Endometriosis Phenotypes of the Same Disease Process?

In recent literature reviews, we concluded that the possibility that endometrial molecular aberrations are the sole or a necessary determinant of endometriosis and the Tissue Injury and Repair (TIAR) theory are yet to be convincingly proven. Here, we critically examine the theory that adenomyosis and endometriosis represent different phenotypes of a single disease. A common etiopathology for adenomyosis and endometriosis has been suggested because both conditions entail the presence of endometrial tissue at locations other than the lining of the uterus. There are wide differences in reported disease incidence and prevalence and, consequently, in estimates of the coexistence of both conditions. There are some similarities but also differences in their clinical features and predisposing factors. Each condition has a range of subtypes. These differences alone pose the question of whether subtypes of endometriosis and adenomyosis have different etiopathologies, and, in turn, this raises the question of whether they all share a common etiology. It is debatable whether the recognized differences between the eutopic endometrium in adenomyosis and endometriosis compared to those in unaffected women are the cause or the effect of the disease. The finding of common mutations, particularly of KRAS, lend support to the notion of shared predisposing factors, but this alone is insufficient evidence of causation.

Utilization of healthcare prior to endometriosis diagnosis: a Danish case-control study

STUDY QUESTION

Do women with endometriosis have higher utilization of primary and secondary healthcare prior to diagnosis compared to women without endometriosis?

SUMMARY ANSWER

Women with a hospital-based diagnosis of endometriosis had an overall higher utilization of both primary and secondary healthcare in all 10 years prior to diagnosis.

WHAT IS KNOWN ALREADY

Endometriosis is associated with a diagnostic delay, but only a few studies have investigated the potential consequences of this delay with regard to the utilization of healthcare. To the best of our knowledge, no study has investigated it in a period corresponding to the estimated diagnostic delay.

STUDY DESIGN, SIZE, DURATION

This national Danish registry-based case-control study included 129 696 women. Cases were women with a first-time hospital-based diagnosis of endometriosis between 1 January 2000 and 31 December 2017.

PARTICIPANTS/MATERIALS, SETTING, METHODS

We identified 21 616 cases using density sampling. Each case was matched on age at the date of diagnosis (index date) to five women without diagnosed endometriosis (n = 108 080). The utilization of healthcare was assessed for the 10 years before the index.

MAIN RESULTS AND THE ROLE OF CHANCE

Cases had significantly higher use of healthcare in all 10 years preceding the index. The mean number of yearly contacts with the GP was 9.99 for cases and 7.85 for controls, with an adjusted incidence rate ratio of 1.28 (1.27; 1.29). For hospital contacts, the association increased slightly in the first 9 years and was most profound in the last year preceding index when the adjusted incidence rate ratio was 2.26 (95% CI 2.28; 2.31).

LIMITATIONS, REASONS FOR CAUTION

We were not able to include women with an endometriosis diagnosis from the general practitioner or private gynaecologist. Therefore, our results are only applicable to hospital-based diagnoses of endometriosis. We do not have information on the specific reasons for contacting the healthcare providers and we can therefore only speculate that the higher utilization of healthcare among cases was related to endometriosis.

WIDER IMPLICATIONS OF THE FINDINGS

This study is in agreement with the other known studies on the subject. Future studies should include specific reasons for contacting the healthcare system and thereby identify any specific contact patterns for women with endometriosis. With this knowledge, healthcare professionals could be better at relating certain healthcare seeking behaviour to endometriosis earlier and thereby reduce the time from onset of symptoms to diagnosis.

STUDY FUNDING/COMPETING INTEREST(S)

This study is supported by grants from the project 'Finding Endometriosis using Machine Learning' (FEMaLe/101017562), which has received funding from The European Union's Horizon 2020 research and innovation program and Helsefonden (21-B-0141). K.Z. report grants from Bayer AG, Roche Inc. and Volition, royalties from Oxford-Bayer scientific collaboration in gynaecological therapies, non-financial collaboration with the World Endometriosis Society and World Endometriosis Research Foundation and is a Wellbeing of Women research advisory committee member. All this is outside the submitted work. The other authors have no conflict of interest to declare.

TRIAL REGISTRATION NUMBER

N/A.

Comprehensive evaluation of the incidence and prevalence of surgically diagnosed pelvic endometriosis in a complete population

INTRODUCTION

The incidence and prevalence of pelvic endometriosis is still being debated. Population-based studies have shown annual incidences between 0.1% and 0.3%, which translates to a prevalence of symptom-giving disease of between 2% and 6% over a 20-year span in the reproductive years. However, a prevalence of 10% or higher is often assumed. We used Iceland's extensive record linkage possibilities, secure access to patient data and personal identification numbers to search for all cases with a surgical and/or histological first diagnosis over a 15-year study period.

MATERIAL AND METHODS

Information was obtained from all healthcare facilities where an operative and/or histological diagnosis of pelvic endometriosis might have been made during 2001-2015. Hospital discharge diagnostic data and private clinic data sources were scrutinized and double-checked through a central register. Individual medical records, operation notes and pathology records were inspected. Visually and pathologically diagnosed cases were included. The data covered women aged 15-69 years, but the age range 15-49 (reproductive years) was specifically considered. Annual incidence was estimated per 10 000 person-years and prevalence possibilities calculated for varying disease durations. Disease severity was staged (revised American Society for Reproductive Medicine classification) and main lesion sites determined.

RESULTS

A total of 1634 women 15-69 years old were diagnosed; 1487 of them between 15 and 49 years old. Histological verification was obtained for 57.1%. The age-standardized annual incidence for all confirmed endometriosis diagnoses was 12.5/10 000 person-years among women in their reproductive years. The overall estimate of prevalence was 0.6%-3.6%, dependent on duration of symptoms from 5 up to 30 years. The most common sites by order of frequency were ovaries, deep pelvis, central pelvis, vesicouterine pouch and uterine appendages. Of the women, 1080 (66.1%) had minimal/mild and 553 (33.8%) moderate/severe disease.

CONCLUSIONS

We have in a comprehensive study covering a recent 15-year period confirmed an annual incidence of pelvic endometriosis of between 0.1% and 0.15% in the female population of reproductive age. Endometriosis is variably severe but, depending on the duration of symptomatic disease, the approximated prevalence during women's reproductive years could range from 1% to 4%.

Endometrioma causing recurrent small bowel obstruction in a virgin abdomen-a case report and literature review

There has been a modest number of cases of bowel obstruction secondary to endometriosis reported. Delays in diagnoses can cause significant morbidity to patients. We describe the case of a 45-year-old female with a 2-year history of recurrent small bowel obstructions (SBOs) without a history of abdominal surgery. She underwent multiple computed tomography scans, and a magnetic resonance enterography, which queried possible terminal ileitis secondary to Crohn's fibro-stenosing disease or a Meckel's diverticulum. Colonoscopy up to TI was normal. Elective laparoscopy showed a cicatrizing small bowel mass in her distal ileum ~15 cm from the TI, which was resected. There were no other findings. Histopathological testing revealed endometriosis. At 2-month post-resection, she remains symptom-free and was referred to gynaecology. Endometriosis causing bowel obstruction should be considered early in female patients, especially those with virgin abdomens. Timely elective laparoscopy is a safe and effective way of diagnosing and treating small bowel obstruction, avoiding an emergency procedure.

Trends in hospitalizations due to endometriosis in Spain, 1999-2019

OBJECTIVE

Although there have been variations in the management of the patients with endometriosis, an important population of these women still require hospitalization . This study aimed to analyze the trends in hospital admissions associated with endometriosis from 1999 to 2019 in Spain.

METHODS

An observational study of temporal trends was performed including women aged 15 to 54 years who were admitted to hospital for endometriosis in Spain from 1999 to 2019. Data on hospitalizations were drawn from the minimum basic data set. The data source used for the population was the continuous civil registry. The study variables were: age, year of admission, type of admission (elective/emergency), if there was surgical intervention during admission and length of hospital stay. Direct age-standardized admission rates were calculated using the 2013 European Standard Population differentiating between hospital admissions for elective surgery and any emergency admissions. Joinpoint regression models were fitted to estimate the annual percent change (APC).

RESULTS

Admissions for elective surgery increased significantly, by 5.7% annually, until 2003, when they began to decrease slightly at different speeds until 2019. The mean APC for the entire study period was -0.88% (95%CI: -2.74; 1.02). There was a significant mean decrease of 4% in annual emergency admissions until 2012. Then, there was a significant average increase of 2% per year until 2019. Regarding the length of stay, there was a gradual decrease until 2012, after which slight, oscillating increases were apparent.

CONCLUSION

There was a reduction of hospital admissions for elective surgery to treat endometriosis from 2003 to 2019 in Spain but emergency hospitalizations due to endometriosis have been growing since 2012. The mean length of hospital decreased for the study period.